@article{beyondsurrogatemodelinglearningthelocal,
  title = {Beyond Surrogate Modeling: Learning the Local Volatility Via Shape Constraints},
  author = {Marc Chataigner and Areski Cousin and Stéphane Crépey and Matthew Dixon and Djibril Gueye},
  year = {2022},
  eprint = {2212.09957},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2212.09957v1},
}